conftrace_

label distribution skew

3 papers

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Co-occurring keywords · papers mentioning both

federated learning (3) logits calibration (1) minority class (1) graph neural network (1) gradient deviation (1) local graph (1) feature skew (1) client aggregation (1) non-i.i.d. data (1) cross-entropy loss (1)

Papers

FBLG: A Local Graph Based Approach for Handling Dual Skewed Non-IID Data in Federated Learning IJCAI 2024 Fed-CO$_{2}$: Cooperation of Online and Offline Models for Severe Data Heterogeneity in Federated Learning NeurIPS 2023 Federated Learning with Label Distribution Skew via Logits Calibration ICML 2022